Matthias Bethge
Matthias Bethge
Tübingen University & Amazon Scholar
Verified email at bethgelab.org - Homepage
Title
Cited by
Cited by
Year
Image style transfer using convolutional neural networks
LA Gatys, AS Ecker, M Bethge
Proceedings of the IEEE conference on computer vision and pattern …, 2016
27292016
A neural algorithm of artistic style
LA Gatys, AS Ecker, M Bethge
arXiv preprint arXiv:1508.06576, 2015
17602015
Texture synthesis using convolutional neural networks
L Gatys, AS Ecker, M Bethge
Advances in Neural Information Processing Systems, 262-270, 2015
8262015
A note on the evaluation of generative models
L Theis, A Oord, M Bethge
arXiv preprint arXiv:1511.01844, 2015
7452015
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
A Mathis, P Mamidanna, KM Cury, T Abe, VN Murthy, MW Mathis, ...
Nature neuroscience 21 (9), 1281-1289, 2018
7132018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
R Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W Brendel
arXiv preprint arXiv:1811.12231, 2018
6852018
Decorrelated neuronal firing in cortical microcircuits
AS Ecker, P Berens, GA Keliris, M Bethge, NK Logothetis, AS Tolias
science 327 (5965), 584-587, 2010
6042010
The functional diversity of retinal ganglion cells in the mouse
T Baden, P Berens, K Franke, MR Rosón, M Bethge, T Euler
Nature 529 (7586), 345-350, 2016
5332016
Decision-based adversarial attacks: Reliable attacks against black-box machine learning models
W Brendel, J Rauber, M Bethge
arXiv preprint arXiv:1712.04248, 2017
4822017
Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet
M Kümmerer, L Theis, M Bethge
arXiv preprint arXiv:1411.1045, 2014
3222014
Foolbox v0. 8.0: A python toolbox to benchmark the robustness of machine learning models
J Rauber, W Brendel, M Bethge
arXiv preprint arXiv:1707.04131 5, 2017
3082017
Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq
CR Cadwell, A Palasantza, X Jiang, P Berens, Q Deng, M Yilmaz, ...
Nature biotechnology 34 (2), 199-203, 2016
2982016
State dependence of noise correlations in macaque primary visual cortex
AS Ecker, P Berens, RJ Cotton, M Subramaniyan, GH Denfield, ...
Neuron 82 (1), 235-248, 2014
2812014
Controlling perceptual factors in neural style transfer
LA Gatys, AS Ecker, M Bethge, A Hertzmann, E Shechtman
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2672017
The effect of noise correlations in populations of diversely tuned neurons
A Ecker, P Berens, A Tolias, M Bethge
Nature Precedings, 1-1, 2011
2382011
Approximating cnns with bag-of-local-features models works surprisingly well on imagenet
W Brendel, M Bethge
arXiv preprint arXiv:1904.00760, 2019
2272019
Results of the GREAT08 Challenge: an image analysis competition for cosmological lensing
S Bridle, ST Balan, M Bethge, M Gentile, S Harmeling, C Heymans, ...
Monthly Notices of the Royal Astronomical Society 405 (3), 2044-2061, 2010
2172010
Generating spike trains with specified correlation coefficients
JH Macke, P Berens, AS Ecker, AS Tolias, M Bethge
Neural computation 21 (2), 397-423, 2009
2162009
Using DeepLabCut for 3D markerless pose estimation across species and behaviors
T Nath, A Mathis, AC Chen, A Patel, M Bethge, MW Mathis
Nature protocols 14 (7), 2152-2176, 2019
2112019
Generalisation in humans and deep neural networks
R Geirhos, CRM Temme, J Rauber, HH Schütt, M Bethge, FA Wichmann
arXiv preprint arXiv:1808.08750, 2018
1962018
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